公开(公告)号：US11886828B1

公开(公告)日：2024-01-30

申请号：US18236760

申请日：2023-08-22

Applicant: GOOGLE LLC

Inventor： Matthew K. Gray ,  John Blitzer ,  Corinn Herrick ,  Srinivasan Venkatachary ,  Jayant Madhavan ,  Sam Oates ,  Phiroze Parakh ,  Aditya Shah ,  Mahsan Rofouei ,  Ibrahim Badr

IPC: G06F40/40 ,  G06F16/332

CPC classification number: G06F40/40 ,  G06F16/3328

Abstract: At least selectively utilizing a large language model (LLM) in generating a natural language (NL) based summary to be rendered in response to a query. In some implementations, in generating the NL based summary additional content is processed using the LLM. The additional content is in addition to query content of the query itself and, in generating the NL based summary, can be processed using the LLM and along with the query content—or even independent of the query content. Processing the additional content can, for example, mitigate occurrences of the NL based summary including inaccuracies and/or can mitigate occurrences of the NL based summary being over-specified and/or under-specified.

公开(公告)号：US11769017B1

公开(公告)日：2023-09-26

申请号：US18123861

申请日：2023-03-20

Applicant: GOOGLE LLC

Inventor： Matthew K. Gray ,  John Blitzer ,  Corinn Herrick ,  Srinivasan Venkatachary ,  Jayant Madhavan ,  Sam Oates ,  Phiroze Parakh ,  Aditya Shah ,  Mahsan Rofouei ,  Ibrahim Badr

IPC: G06F40/40 ,  G06F16/332

CPC classification number: G06F40/40 ,  G06F16/3328

Abstract: At least selectively utilizing a large language model (LLM) in generating a natural language (NL) based summary to be rendered in response to a query. In some implementations, in generating the NL based summary additional content is processed using the LLM. The additional content is in addition to query content of the query itself and, in generating the NL based summary, can be processed using the LLM and along with the query content—or even independent of the query content. Processing the additional content can, for example, mitigate occurrences of the NL based summary including inaccuracies and/or can mitigate occurrences of the NL based summary being over-specified and/or under-specified.

公开(公告)号：US11900068B1

公开(公告)日：2024-02-13

申请号：US18232112

申请日：2023-08-09

Applicant: GOOGLE LLC

Inventor： Matthew K. Gray ,  John Blitzer ,  Corinn Herrick ,  Srinivasan Venkatachary ,  Jayant Madhavan ,  Sam Oates ,  Phiroze Parakh ,  Aditya Shah ,  Mahsan Rofouei ,  Ibrahim Badr

IPC: G06F40/40 ,  G06F16/332

CPC classification number: G06F40/40 ,  G06F16/3328

Abstract: At least selectively utilizing a large language model (LLM) in generating a natural language (NL) based summary to be rendered in response to a query. In some implementations, in generating the NL based summary additional content is processed using the LLM. The additional content is in addition to query content of the query itself and, in generating the NL based summary, can be processed using the LLM and along with the query content—or even independent of the query content. Processing the additional content can, for example, mitigate occurrences of the NL based summary including inaccuracies and/or can mitigate occurrences of the NL based summary being over-specified and/or under-specified.

公开(公告)号：US10509830B2

公开(公告)日：2019-12-17

申请号：US15974194

申请日：2018-05-08

Applicant: GOOGLE LLC

Inventor： Matthew K. Gray ,  Gregory H. Plesur ,  Garrett H. Rooney

IPC: G06F16/951 ,  G06F16/33 ,  G06F16/9038 ,  G06F16/955 ,  G06F16/2457

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for triggering rich results in response to queries. In one aspect, a method includes receiving a query. One or more search results are obtained from a first corpus. A rich result is triggered based on a score of the first-ranked search result if it meets a threshold relative to other search results. The rich result is populated with additional metadata about the first-ranked search result obtained from a second corpus. The rich result is provided in response to the query.

公开(公告)号：US20180253498A1

公开(公告)日：2018-09-06

申请号：US15974194

申请日：2018-05-08

Applicant: GOOGLE LLC

Inventor： Matthew K. Gray ,  Gregory H. Plesur ,  Garrett H. Rooney

IPC: G06F17/30

CPC classification number: G06F16/951 ,  G06F16/24578 ,  G06F16/334 ,  G06F16/9038 ,  G06F16/9558

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for triggering rich results in response to queries. In one aspect, a method includes receiving a query. One or more search results are obtained from a first corpus. A rich result is triggered based on a score of the first-ranked search result if it meets a threshold relative to other search results. The rich result is populated with additional metadata about the first-ranked search result obtained from a second corpus. The rich result is provided in response to the query.

公开(公告)号：US20250005303A1

公开(公告)日：2025-01-02

申请号：US18829990

申请日：2024-09-10

Applicant: GOOGLE LLC

Inventor： Matthew K. Gray ,  John Blitzer ,  Corinn Herrick ,  Srinivasan Venkatachary ,  Jayant Madhavan ,  Sam Oates ,  Phiroze Parakh ,  Aditya Shah ,  Mahsan Rofouei ,  Ibrahim Badr

IPC: G06F40/40 ,  G06F16/332

Abstract: At least selectively utilizing a large language model (LLM) in generating a natural language (NL) based summary to be rendered in response to a query. In some implementations, in generating the NL based summary additional content is processed using the LLM. The additional content is in addition to query content of the query itself and, in generating the NL based summary, can be processed using the LLM and along with the query content—or even independent of the query content. Processing the additional content can, for example, mitigate occurrences of the NL based summary including inaccuracies and/or can mitigate occurrences of the NL based summary being over-specified and/or under-specified.

公开(公告)号：US12118325B2

公开(公告)日：2024-10-15

申请号：US18232144

申请日：2023-08-09

Applicant: GOOGLE LLC

Inventor： Matthew K. Gray ,  John Blitzer ,  Corinn Herrick ,  Srinivasan Venkatachary ,  Jayant Madhavan ,  Sam Oates ,  Phiroze Parakh ,  Aditya Shah ,  Mahsan Rofouei ,  Ibrahim Badr

IPC: G06F40/40 ,  G06F16/332

CPC classification number: G06F40/40 ,  G06F16/3328

Abstract: At least selectively utilizing a large language model (LLM) in generating a natural language (NL) based summary to be rendered in response to a query. In some implementations, in generating the NL based summary additional content is processed using the LLM. The additional content is in addition to query content of the query itself and, in generating the NL based summary, can be processed using the LLM and along with the query content—or even independent of the query content. Processing the additional content can, for example, mitigate occurrences of the NL based summary including inaccuracies and/or can mitigate occurrences of the NL based summary being over-specified and/or under-specified.

公开(公告)号：US20240220735A1

公开(公告)日：2024-07-04

申请号：US18232144

申请日：2023-08-09

Applicant: GOOGLE LLC

Inventor： Matthew K. Gray ,  John Blitzer ,  Corinn Herrick ,  Srinivasan Venkatachary ,  Jayant Madhavan ,  Sam Oates ,  Phiroze Parakh ,  Aditya Shah ,  Mahsan Rofouei ,  Ibrahim Badr

IPC: G06F40/40 ,  G06F16/332

CPC classification number: G06F40/40 ,  G06F16/3328

Abstract: At least selectively utilizing a large language model (LLM) in generating a natural language (NL) based summary to be rendered in response to a query. In some implementations, in generating the NL based summary additional content is processed using the LLM. The additional content is in addition to query content of the query itself and, in generating the NL based summary, can be processed using the LLM and along with the query content—or even independent of the query content. Processing the additional content can, for example, mitigate occurrences of the NL based summary including inaccuracies and/or can mitigate occurrences of the NL based summary being over-specified and/or under-specified.

公开(公告)号：US10691746B2

公开(公告)日：2020-06-23

申请号：US15208345

申请日：2016-07-12

Applicant: Google LLC

Inventor： Eric Steinlauf ,  Grant Dasher ,  Matthew K. Gray ,  Steven D. Baker ,  Namrata U. Godbole ,  Samer Hassan Hassan ,  Ionut Georgescu

IPC: G06F16/58 ,  G06F16/332 ,  G06F16/9538 ,  G06F16/951

Abstract: Methods and systems for providing an image with an answer to a question query. A method receiving a first query that is determined to be a question query; generating a second query form the first query; causing a search of a plurality of resources of a first corpus using the second query as input, wherein the first corpus of resources are resources that include images and textual data rendered with the images; receiving data indicating a set of resources determined to be responsive to the second query; causing a search for images in the set of resources; selecting, from the set of images and based in part on the search for images in the first set of resources, an image to be provided with the answer in response to the query; and providing, by the data processing apparatus, and with the answer, the image in response to the first query.